Standard tools to compare and evaluate mortality forecasting methods
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Sep 23, 2020 - R
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mortality-forecasting
Here are 18 public repositories matching this topic...
Improved Mortality Forecasts using Artificial Intelligence.
machine-learning deep-neural-networks deep-learning economics lstm gru econometrics rnn mortality-forecasting lee-carter
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Jun 23, 2021 - R
CoMoMo combines multiple mortality forecasts using different model combinations. See more from the paper here https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3823511
rstudio cross-validation combination longevity stacked-ensembles mortality-forecasting model-uncertainty human-mortality-database age-period-cohort-models
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Sep 14, 2022 - R
Forecast mortality using Compositional Data Lee-Carter model - R Package
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Dec 4, 2018 - R
Lee Carter model and different cross-validation methods for mortality forecasting models, implemented in Python.
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Apr 22, 2023 - Python
Project for the Bayesian Statistics exam at University of Trieste
r statistics university bayesian-methods pollution bayesian-inference stan mortality bayesian-statistics milan mortality-forecasting trieste deaths ambient-air
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Jun 20, 2019 - HTML
Mortality rate predictions for Italy in 2020 using Lee-Carter model and Recurrent Neural Networks
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Jan 5, 2022 - Jupyter Notebook
Modelling and forecasting cohort mortality
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Feb 11, 2020 - R
Modelling and forecasting adult age-at-death distributions
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Aug 14, 2019 - R
The Double-Gap Life Expectancy Forecasting Model - R Package
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Apr 2, 2025 - R
Generalized Additive Forecasting Mortality
acf bam mortality cohort mixed-models mgcv qqplot mortality-forecasting heteroscedasticity death-rates generalized-additive-mixed-models
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Dec 26, 2023 - CSS
Age-Gender-Country-Specific Death Rates Modelling and Forecasting: A Linear Mixed-Effects Model
bootstrap model-selection forecasting modelling mortality anova random-walk fixed-effects mixed-models random-effects life-insurance lme4 qqplot mortality-forecasting life-expectancy lmer heteroscedasticity reml lmertest
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Jan 23, 2024 - CSS
Mortality Modelling using Generalized Estimating Equations
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Jan 23, 2024 - CSS
R package - Computing mortality rates from tobacco and alcohol related causes. This is a mirror of the code in the private Gitlab repository
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Jun 30, 2023 - HTML
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Jan 3, 2020 - HTML
Modelling and forecasting age-at-death distributions
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Oct 1, 2020 - R
Python implementations of different mortality modeling techniques (for now Lee-Carter Model)
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Sep 1, 2022 - Jupyter Notebook
State-space models for statistical mortality projections
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Jul 15, 2022 - R
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